Evidence map›Paper›PMID 41311715›Full record

ArticleBiology methods & protocols2025

Identifying escaped farmed salmon from fish scales using deep learning.

Malte Willmes, Anders Varmann Aamodt, Børge Solli Andreassen, Lina Victoria Tuddenham Haug, Enghild Steinkjer, Gunnel M Østborg, Gitte Løkeberg, Peder Fiske, Geir R Brandt, Terje Mikalsen and 4 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Biology methods & protocols, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Malte WillmesNorwegian Institute for Nature Research, PO Box 5685, 7485 Torgarden, Trondheim, Norway.ORCID https://orcid.org/0000-0001-8734-5324
Anders Varmann AamodtSimula Research Laboratory, Department of Applied AI, Kristian Augusts gate 23, 0164 Oslo, Norway.ORCID https://orcid.org/0009-0009-4216-2028
Børge Solli AndreassenSimula Research Laboratory, Department of Applied AI, Kristian Augusts gate 23, 0164 Oslo, Norway.ORCID https://orcid.org/0000-0002-4341-5500
Lina Victoria Tuddenham HaugThe Norwegian Environment Agency, P.O. Box 5672 Torgarden, N-7485 Trondheim, Norway.ORCID https://orcid.org/0009-0001-7568-2208
Enghild SteinkjerNorwegian Institute for Nature Research, PO Box 5685, 7485 Torgarden, Trondheim, Norway.
Gunnel M ØstborgNorwegian Institute for Nature Research, PO Box 5685, 7485 Torgarden, Trondheim, Norway.
Gitte LøkebergNorwegian Institute for Nature Research, PO Box 5685, 7485 Torgarden, Trondheim, Norway.
Peder FiskeNorwegian Institute for Nature Research, PO Box 5685, 7485 Torgarden, Trondheim, Norway.ORCID https://orcid.org/0000-0003-2253-900X
Geir R BrandtJBT Marel, Vestbygata 55B, 2003 Lillestrøm, Skedsmo, Norway.ORCID https://orcid.org/0009-0009-7291-7962
Terje MikalsenJBT Marel, Vestbygata 55B, 2003 Lillestrøm, Skedsmo, Norway.ORCID https://orcid.org/0009-0002-9660-0299
Arne SiverstenThe Norwegian Environment Agency, P.O. Box 5672 Torgarden, N-7485 Trondheim, Norway.
Magnus MoustacheThe Norwegian Environment Agency, P.O. Box 5672 Torgarden, N-7485 Trondheim, Norway.
June Larsen YdstiThe Norwegian Environment Agency, P.O. Box 5672 Torgarden, N-7485 Trondheim, Norway.
Bjørn Florø-LarsenNorwegian Veterinary Institute, PO Box 4024 Angelltrøa, 7457 Trondheim, Norway.ORCID https://orcid.org/0009-0001-9986-9640

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Escaped farmed salmon are a major concern for wild Atlantic salmon (

Indexed as

convolutional neural networkescaped salmonfarmed salmonfish scales

Identifiers

PMID41311715
PMCPMC12647055

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.